Ryan A. Rossi

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Nesreen K. AhmedComputer Scientist, Intel AI Research, Purdue UniversityVerified email at intel.com
John Boaz LeeResearch Scientist, FacebookVerified email at fb.com
Fan DuAdobe ResearchVerified email at adobe.com
Jennifer NevilleProfessor of Computer Science and Statistics, Purdue UniversityVerified email at cs.purdue.edu
Anup B. RaoGeorgia Institute of TechnologyVerified email at gatech.edu
Nedim LipkaAdobe Systems IncVerified email at adobe.com
Tung MaiAdobe ResearchVerified email at adobe.com
Hoda EldardiryVirginia TechVerified email at vt.edu
Xiangnan KongWorcester Polytechnic InstituteVerified email at wpi.edu
Theodore WillkeIntel LabsVerified email at intel.com
Handong ZhaoAdobe ResearchVerified email at ece.neu.edu
Danai KoutraUniversity of Michigan, Ann ArborVerified email at umich.edu
Nick DuffieldDirector, Texas A&M Institute of Data Science; Royce E. Wisenbaker Professorship I in ECEVerified email at ece.tamu.edu
David GleichPurdue UniversityVerified email at purdue.edu
Shunan GuoAdobe ResearchVerified email at adobe.com
Di JinPhD from Computer Science & Engineering, University of Michigan, Ann ArborVerified email at umich.edu
Assefaw GebremedhinWashington State University, School of EECSVerified email at eecs.wsu.edu
Brian GallagherComputer Scientist, Lawrence Livermore National LaboratoryVerified email at llnl.gov
Tong YuAdobe ResearchVerified email at andrew.cmu.edu
Sana MalikAdobe, IncVerified email at adobe.com

Ryan A. Rossi

Other namesRyan Rossi

Adobe Research

Verified email at adobe.com - Homepage

Machine Learning Graph Neural Networks Graph Representation Learning Graph ML Graph Theory


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
The Network Data Repository with Interactive Graph Analytics and Visualization R Rossi, N Ahmed AAAI 15, 4292-4293, 2015	2288	2015
Continuous-time dynamic network embeddings GH Nguyen, JB Lee, RA Rossi, NK Ahmed, E Koh, S Kim WWW, 969-976, 2018	530	2018
Efficient graphlet counting for large networks NK Ahmed, J Neville, RA Rossi, N Duffield IEEE International Conference on Data Mining (ICDM), 1-10, 2015	283	2015
Attention models in graphs: A survey JB Lee, RA Rossi, S Kim, NK Ahmed, E Koh ACM Transactions on Knowledge Discovery from Data (TKDD) 13 (6), 1-25, 2019	282	2019
Graph classification using structural attention JB Lee, R Rossi, X Kong Proceedings of the 24th ACM SIGKDD International Conference on Knowledge …, 2018	278	2018
Role Discovery in Networks RA Rossi, NK Ahmed IEEE Transactions on Knowledge and Data Engineering, 20, 2014	263	2014
Modeling Dynamic Behavior in Large Evolving Graphs RA Rossi, B Gallagher, J Neville, K Henderson Proceedings of the Sixth ACM International Conference on Web Search and Data …, 2013	244	2013
Graph neural networks with heterophily J Zhu, RA Rossi, A Rao, T Mai, N Lipka, NK Ahmed, D Koutra Proceedings of the AAAI conference on artificial intelligence 35 (12), 11168 …, 2021	208	2021
Temporal network representation learning JB Lee, G Nguyen, RA Rossi, NK Ahmed, E Koh, S Kim arXiv preprint arXiv:1904.06449, 2019	134	2019
An interactive data repository with visual analytics RA Rossi, NK Ahmed ACM SIGKDD Explorations Newsletter 17 (2), 37-41, 2016	125*	2016
Scalable relational learning for large heterogeneous networks RA Rossi, R Zhou IEEE International Conference on Data Science and Advanced Analytics (DSAA …, 2015	123*	2015
Learning Role-based Graph Embeddings NK Ahmed, RA Rossi, R Zhou, JB Lee, X Kong, T Willke, H Eldardiry IJCAI, 2018	121*	2018
Graphlet decomposition: Framework, algorithms, and applications NK Ahmed, J Neville, RA Rossi, NG Duffield, TL Willke Knowledge and Information Systems 50, 689-722, 2017	114	2017
Fast maximum clique algorithms for large graphs RA Rossi, DF Gleich, AH Gebremedhin, MMA Patwary Proceedings of the 23rd International Conference on World Wide Web Companion …, 2014	112	2014
On Proximity and Structural Role-based Embeddings in Networks: Misconceptions, Techniques, and Applications RA Rossi, D Jin, S Kim, NK Ahmed, D Koutra, JB Lee TKDD, 2020	104*	2020
On sampling from massive graph streams NK Ahmed, N Duffield, T Willke, RA Rossi VLDB, 2017	102	2017
Role-based graph embeddings NK Ahmed, RA Rossi, JB Lee, TL Willke, R Zhou, X Kong, H Eldardiry IEEE Transactions on Knowledge and Data Engineering 34 (5), 2401-2415, 2020	99*	2020
Parallel Maximum Clique Algorithms with Applications to Network Analysis RA Rossi, DF Gleich, AH Gebremedhin SIAM Journal on Scientific Computing (SISC) 37 (5), 28, 2015	98	2015
Higher-order Network Representation Learning RA Rossi, NK Ahmed, E Koh WWW, 2018	95	2018
Transforming graph data for statistical relational learning RA Rossi, LK McDowell, DW Aha, J Neville Journal of Artificial Intelligence Research 45, 363-441, 2012	94	2012

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